There is no useful winner without a repository, a CLI account, and an outcome. A single terminal may be enough for a focused fix. An editor can be best when hands-on code changes dominate. Parallel work adds questions about checkouts, running services, review, and resuming context. The guides below credit the alternatives' actual capabilities and link to their own documentation.
Choose by the work
- One CLI task: start with a terminal or tmux. Add a wider workspace when you repeatedly need to reconstruct project state around that session.
- Terminal-first parallel work: compare cmux and Warp. Test attention, browser, process, and resume behavior with the exact CLIs you use.
- Several isolated tasks: compare Conductor, Superset, and Canopy from checkout through app run, final diff, and PR decision. Use the real-project trial to record an accepted result.
- Hosted app building: compare Replit Agent with a local Canopy project by where code runs, how tasks are applied, and how the app reaches a production URL. For an existing app, follow the Lovable or Bolt GitHub handoff, or trace v0's base and working branches.
- Editor-centered work: compare Cursor, Devin Desktop (formerly Windsurf), Zed, and VS Code against your existing editor habits and extensions.
- Agent choice: compare Claude Code Desktop, GitHub Copilot CLI, or OpenCode with the broader workspace question. Your chosen CLI still owns its model, permissions, and account.
- Away from the desk: compare Canopy Remote, Claude Code Remote Control, Copilot CLI, and SSH by the running host, account or PIN boundary, and evidence available on your phone.
Canopy's case is the local project layer: supported installed CLIs, services, preview, files, Git, and review in one desktop workspace. Integration depth varies by CLI, and the source README can describe work ahead of the latest installer. Check the release and platform you will actually use.
Run a fair fifteen-minute trial
Use the same small repository, task brief, agent CLI, account, and acceptance check in each product. For example, ask an agent to fix a form retry state, then complete these steps yourself:
- Confirm the working directory and branch before the agent edits.
- Start the app and reproduce the original failure.
- Let one agent implement while another session reviews, if parallel work is the reason you are evaluating the tool.
- Inspect the running result, final diff, and test or CI result.
- Close and reopen the workspace; find the decision, session, and branch without guessing.
Record the extra setup steps, missed handoffs, and unverified claims. Judge the accepted result, not the number of panes or the first response speed. The accepted-change worksheet can capture attempts, review time, and token estimates when cost matters.